Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "3"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 3 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 56 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 54 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 3, Node N01:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.820160 -0.795809 -0.233951 -0.674190 0.602250 0.242084 1.087444 2.344773 0.6880 0.6727 0.3940 nan nan
2459870 digital_ok 100.00% 100.00% 100.00% 0.00% - - 429.304761 429.881970 inf inf 8550.266510 8653.878936 13972.898375 14323.555600 nan nan nan nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.930981 -1.310114 -0.253800 -0.687988 0.502643 -0.172940 0.714890 1.252775 0.6976 0.6977 0.3892 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 8.296715 -1.016827 -0.105207 -0.228810 -0.091806 0.342855 0.055194 6.156703 0.6782 0.6708 0.4055 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.412364 -0.774587 -0.288920 -0.338938 -0.560672 -0.680655 0.004755 3.765757 0.6915 0.6770 0.4047 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.467435 -0.879392 -0.111464 0.292447 -0.800000 -1.087046 -0.253755 1.376796 0.6903 0.6781 0.3983 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 8.410978 -0.186479 3.268034 5.004698 0.460621 -0.316748 0.572737 4.504696 0.7118 0.6994 0.3637 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 8.487152 -1.187158 -0.879534 -0.746216 -0.345483 -0.438703 0.159052 12.813750 0.6861 0.6700 0.4164 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.758173 -0.433084 -0.490390 0.158831 -0.982654 0.450447 0.043928 6.511208 0.6794 0.6601 0.4078 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.081028 -0.625736 -0.550608 -1.325855 -0.557072 0.552574 0.199103 1.367909 0.6629 0.6905 0.4218 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.791438 -0.395894 -0.421539 0.312928 -0.938334 1.204274 0.069127 5.424877 0.6941 0.6753 0.4188 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.987722 -0.945395 -0.407886 -1.118888 1.091972 -0.280360 -0.125782 1.141041 0.7003 0.6720 0.4147 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.219729 -0.401311 -0.404711 0.310385 -0.859581 0.997467 0.830099 1.763336 0.7037 0.6761 0.4127 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 3.719635 -0.254575 -0.439565 0.227771 -0.963429 1.721723 -0.068326 3.413082 0.7139 0.6830 0.4236 1.941594 1.490051
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.609114 0.599952 -0.082325 0.084234 -0.341731 -0.270311 0.279645 1.382129 0.0286 0.0255 0.0016 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.798066 -1.094265 -0.408065 -1.166277 -0.107066 -0.511802 -0.000454 0.809177 0.7031 0.6957 0.4113 3.332482 2.750183
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.367148 -1.260323 -0.339412 0.840626 -0.920421 -0.492947 -0.036955 1.191944 0.6863 0.7071 0.4438 3.070426 2.692669
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.518444 -1.280993 -0.599644 0.308252 -1.070952 -0.740035 -0.722838 2.442702 0.6990 0.7375 0.4520 2.971897 2.552137
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.950398 -1.160457 -0.630322 0.406985 -0.147540 -0.750886 -0.344824 2.484618 0.7311 0.6836 0.4337 1.816492 1.450471
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 7.03% 1.330922 -1.688056 -0.624984 -0.088587 -0.421556 0.749507 1.567465 2.216688 0.8185 0.8282 0.2528 3.193383 2.764815
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.00% 3.875404 -0.324838 -0.480046 0.401817 0.402833 0.715361 -0.317282 1.264174 0.7552 0.7427 0.3403 1.953934 1.500422
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.701449 -1.156305 -0.511974 0.436454 -0.604114 0.011263 -0.437143 3.539540 0.7296 0.7477 0.3620 3.018421 2.610904
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.645850 -1.525966 -0.152368 0.837848 -0.796057 0.144916 0.267423 2.262998 0.7270 0.7398 0.3680 3.780100 3.002110
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.530927 -0.895665 -0.196171 -0.387607 -0.161438 0.333238 -0.256509 0.922373 0.7045 0.7424 0.3887 2.941791 2.627077
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.810873 -0.705592 -0.098687 -0.484856 0.744949 -0.899290 -0.626227 1.783275 0.7110 0.6780 0.4361 4.615735 4.098238
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% 3.558579 -0.632615 -0.640534 -0.684342 0.148281 0.097354 -0.548214 0.077237 0.8242 0.6686 0.5043 1.646536 1.415000
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.946270 -1.019034 -0.152910 -0.903419 0.004717 -0.112114 0.673800 0.602304 0.7202 0.7478 0.3791 6.314345 7.256069
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.561198 -0.561607 -0.700940 0.647574 0.035712 -0.050098 1.029362 0.453983 0.0278 0.0249 0.0017 nan nan
2459843 digital_ok 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% 7.514284 -1.445634 -0.887548 1.213504 -0.490393 0.670711 -0.247603 1.917094 0.7331 0.7400 0.3904 3.642357 3.483257
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.627513 -0.264344 0.105212 1.513825 -0.437266 0.881351 0.249019 1.122774 0.7334 0.6419 0.2723 2.160528 1.952951
2459841 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.026254 0.130047 -0.792910 1.537038 0.919595 -1.814375 0.669910 0.253573 0.0279 0.0247 0.0018 nan nan
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.092125 -0.793135 -0.164026 0.154233 0.822334 -0.478821 1.261926 0.500024 0.0271 0.0233 0.0021 nan nan
2459839 digital_ok 0.00% - - - - - 1.548185 1.229118 -0.410279 0.573191 0.540997 -0.591767 1.197497 -0.014327 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.788321 -1.096294 -0.144128 -0.611147 0.826472 -0.505020 -0.699414 1.393617 0.7260 0.6767 0.4212 4.929735 4.457380
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0321 0.0322 0.0012 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.314803 0.275690 -1.068169 -0.503510 -1.410140 0.740483 -0.375719 1.966680 0.0316 0.0325 0.0011 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.081503 0.129111 -0.472796 -0.053719 -1.216633 -0.103471 0.592269 1.150497 0.0280 0.0267 0.0017 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.805642 -0.890584 -0.819767 -0.865884 -0.296672 -0.038974 -0.485155 1.196451 0.7929 0.4997 0.6062 3.208423 2.858671
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.014442 0.729882 -0.631616 0.537001 -0.167571 -1.302506 0.856504 0.215576 0.0287 0.0325 0.0025 nan nan
2459830 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.136659 -1.166878 -0.424100 -0.634728 1.242542 -0.685451 0.050673 4.663183 0.7293 0.6325 0.4367 inf inf
2459828 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 3.682368 -0.508153 -0.662242 -0.279927 -0.237386 -0.874803 -0.671637 1.102550 0.7834 0.5134 0.5665 1.711929 1.442925
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.000718 -0.634646 0.148403 -0.816729 0.967669 -0.491830 -0.247534 0.414223 0.7361 0.6378 0.4388 10.544967 7.645199
2459826 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 3.302315 -0.775620 -0.331428 -0.822916 -0.604101 -0.764743 -0.844329 1.913531 0.7782 0.5287 0.5438 1.449985 1.098983
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.165550 -0.399574 -0.712789 -0.531448 10.408255 10.604000 4.750487 4.295631 0.7745 0.5344 0.5460 3.602064 2.775525
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 190.771639 190.692969 inf inf 2234.238096 2236.246761 4906.128936 4886.630179 nan nan nan 0.000000 0.000000
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.028098 -0.886778 -0.614288 -0.868830 -0.272488 -1.225077 -0.753297 -0.665162 0.7435 0.5950 0.4969 2.247465 2.454165
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.740368 -0.884883 -0.690691 -0.577828 1.706936 1.331262 3.539642 3.375140 0.7767 0.5600 0.5413 1.818021 1.531939
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.790110 0.626112 -0.519388 -0.884478 0.094252 0.000630 0.080885 0.527779 0.7671 0.5732 0.5352 1.767216 1.518543
2459820 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459817 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 328.427068 328.728360 inf inf 611.179575 644.225075 1969.613362 2072.796953 nan nan nan 0.000000 0.000000
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.301238 -0.878324 -0.936657 -0.832343 -0.286897 -0.187931 -0.660776 1.124186 0.8288 0.5713 0.6087 1.645711 1.346757
2459815 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 3: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.820160 -0.795809 3.820160 -0.674190 -0.233951 0.242084 0.602250 2.344773 1.087444

Antenna 3: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Power inf 429.304761 429.881970 inf inf 8550.266510 8653.878936 13972.898375 14323.555600

Antenna 3: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 6.930981 6.930981 -1.310114 -0.253800 -0.687988 0.502643 -0.172940 0.714890 1.252775

Antenna 3: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 8.296715 8.296715 -1.016827 -0.105207 -0.228810 -0.091806 0.342855 0.055194 6.156703

Antenna 3: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.412364 5.412364 -0.774587 -0.288920 -0.338938 -0.560672 -0.680655 0.004755 3.765757

Antenna 3: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 6.467435 -0.879392 6.467435 0.292447 -0.111464 -1.087046 -0.800000 1.376796 -0.253755

Antenna 3: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 8.410978 8.410978 -0.186479 3.268034 5.004698 0.460621 -0.316748 0.572737 4.504696

Antenna 3: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 12.813750 -1.187158 8.487152 -0.746216 -0.879534 -0.438703 -0.345483 12.813750 0.159052

Antenna 3: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 6.511208 4.758173 -0.433084 -0.490390 0.158831 -0.982654 0.450447 0.043928 6.511208

Antenna 3: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.081028 5.081028 -0.625736 -0.550608 -1.325855 -0.557072 0.552574 0.199103 1.367909

Antenna 3: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 5.424877 -0.395894 3.791438 0.312928 -0.421539 1.204274 -0.938334 5.424877 0.069127

Antenna 3: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.987722 3.987722 -0.945395 -0.407886 -1.118888 1.091972 -0.280360 -0.125782 1.141041

Antenna 3: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.219729 3.219729 -0.401311 -0.404711 0.310385 -0.859581 0.997467 0.830099 1.763336

Antenna 3: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.719635 -0.254575 3.719635 0.227771 -0.439565 1.721723 -0.963429 3.413082 -0.068326

Antenna 3: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 1.382129 0.599952 0.609114 0.084234 -0.082325 -0.270311 -0.341731 1.382129 0.279645

Antenna 3: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.798066 5.798066 -1.094265 -0.408065 -1.166277 -0.107066 -0.511802 -0.000454 0.809177

Antenna 3: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.367148 -1.260323 5.367148 0.840626 -0.339412 -0.492947 -0.920421 1.191944 -0.036955

Antenna 3: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.518444 -1.280993 5.518444 0.308252 -0.599644 -0.740035 -1.070952 2.442702 -0.722838

Antenna 3: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 2.950398 -1.160457 2.950398 0.406985 -0.630322 -0.750886 -0.147540 2.484618 -0.344824

Antenna 3: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 2.216688 1.330922 -1.688056 -0.624984 -0.088587 -0.421556 0.749507 1.567465 2.216688

Antenna 3: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.875404 3.875404 -0.324838 -0.480046 0.401817 0.402833 0.715361 -0.317282 1.264174

Antenna 3: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 4.701449 4.701449 -1.156305 -0.511974 0.436454 -0.604114 0.011263 -0.437143 3.539540

Antenna 3: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.645850 5.645850 -1.525966 -0.152368 0.837848 -0.796057 0.144916 0.267423 2.262998

Antenna 3: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.530927 -0.895665 5.530927 -0.387607 -0.196171 0.333238 -0.161438 0.922373 -0.256509

Antenna 3: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.810873 -0.705592 5.810873 -0.484856 -0.098687 -0.899290 0.744949 1.783275 -0.626227

Antenna 3: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.558579 3.558579 -0.632615 -0.640534 -0.684342 0.148281 0.097354 -0.548214 0.077237

Antenna 3: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 6.946270 -1.019034 6.946270 -0.903419 -0.152910 -0.112114 0.004717 0.602304 0.673800

Antenna 3: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Temporal Discontinuties 1.029362 0.561198 -0.561607 -0.700940 0.647574 0.035712 -0.050098 1.029362 0.453983

Antenna 3: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 7.514284 -1.445634 7.514284 1.213504 -0.887548 0.670711 -0.490393 1.917094 -0.247603

Antenna 3: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 2.627513 2.627513 -0.264344 0.105212 1.513825 -0.437266 0.881351 0.249019 1.122774

Antenna 3: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Power 1.537038 1.026254 0.130047 -0.792910 1.537038 0.919595 -1.814375 0.669910 0.253573

Antenna 3: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Temporal Discontinuties 1.261926 -1.092125 -0.793135 -0.164026 0.154233 0.822334 -0.478821 1.261926 0.500024

Antenna 3: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 1.548185 1.229118 1.548185 0.573191 -0.410279 -0.591767 0.540997 -0.014327 1.197497

Antenna 3: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 5.788321 -1.096294 5.788321 -0.611147 -0.144128 -0.505020 0.826472 1.393617 -0.699414

Antenna 3: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 1.966680 0.275690 -0.314803 -0.503510 -1.068169 0.740483 -1.410140 1.966680 -0.375719

Antenna 3: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Discontinuties 1.150497 0.129111 -0.081503 -0.053719 -0.472796 -0.103471 -1.216633 1.150497 0.592269

Antenna 3: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 4.805642 4.805642 -0.890584 -0.819767 -0.865884 -0.296672 -0.038974 -0.485155 1.196451

Antenna 3: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 1.014442 1.014442 0.729882 -0.631616 0.537001 -0.167571 -1.302506 0.856504 0.215576

Antenna 3: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 8.136659 -1.166878 8.136659 -0.634728 -0.424100 -0.685451 1.242542 4.663183 0.050673

Antenna 3: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.682368 -0.508153 3.682368 -0.279927 -0.662242 -0.874803 -0.237386 1.102550 -0.671637

Antenna 3: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 6.000718 6.000718 -0.634646 0.148403 -0.816729 0.967669 -0.491830 -0.247534 0.414223

Antenna 3: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 3.302315 -0.775620 3.302315 -0.822916 -0.331428 -0.764743 -0.604101 1.913531 -0.844329

Antenna 3: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Temporal Variability 10.604000 -0.399574 3.165550 -0.531448 -0.712789 10.604000 10.408255 4.295631 4.750487

Antenna 3: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Power inf 190.771639 190.692969 inf inf 2234.238096 2236.246761 4906.128936 4886.630179

Antenna 3: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 1.028098 -0.886778 1.028098 -0.868830 -0.614288 -1.225077 -0.272488 -0.665162 -0.753297

Antenna 3: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Temporal Discontinuties 3.539642 2.740368 -0.884883 -0.690691 -0.577828 1.706936 1.331262 3.539642 3.375140

Antenna 3: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 2.790110 0.626112 2.790110 -0.884478 -0.519388 0.000630 0.094252 0.527779 0.080885

Antenna 3: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Power inf 328.427068 328.728360 inf inf 611.179575 644.225075 1969.613362 2072.796953

Antenna 3: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok ee Shape 2.301238 -0.878324 2.301238 -0.832343 -0.936657 -0.187931 -0.286897 1.124186 -0.660776

Antenna 3: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 3: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 3: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
3 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: